| 2021 | PhotoStylist: Altering the Style of Photos Based on the Connotations of Texts. | Siamul Karim Khan, Daniel Yue Zhang, Ziyi Kou, Yang Zhang, Dong Wang |
| 2021 | VOA*: Fast Angle-Based Outlier Detection over High-Dimensional Data Streams. | Vijdan Khalique, Hiroyuki Kitagawa |
| 2021 | Semantic-Syntax Cascade Injection Model for Aspect Sentiment Triple Extraction. | Wenjun Ke, Jinhua Gao, Huawei Shen, Xueqi Cheng |
| 2021 | Minits-AllOcc: An Efficient Algorithm for Mining Timed Sequential Patterns. | Somayah Karsoum, Clark Barrus, Le Gruenwald, Eleazar Leal |
| 2021 | Meta-context Transformers for Domain-Specific Response Generation. | Debanjana Kar, Suranjana Samanta, Amar Prakash Azad |
| 2021 | Fake News Detection with Heterogenous Deep Graph Convolutional Network. | Zhezhou Kang, Yanan Cao, Yanmin Shang, Tao Liang, Hengzhu Tang, Lingling Tong |
| 2021 | Convolutional Neural Network to Detect Deep Low-Frequency Tremors from Seismic Waveform Images. | Ryosuke Kaneko, Hiromichi Nagao, Shin-Ichi Ito, Kazushige Obara, Hiroshi Tsuruoka |
| 2021 | Cooperative Monitoring of Malicious Activity in Stock Exchanges. | Bhavya Kalra, Sai Krishna Munnangi, Kushal Majmundar, Naresh Manwani, Praveen Paruchuri |
| 2021 | Sim2Real for Metagenomes: Accelerating Animal Diagnostics with Adversarial Co-training. | Vineela Indla, Vennela Indla, Sai Narayanan, Akhilesh Ramachandran, Arunkumar Bagavathi, Vishalini Laguduva Ramnath, Sathyanarayanan N. Aakur |
| 2021 | dK-Projection: Publishing Graph Joint Degree Distribution with Node Differential Privacy. | Masooma Iftikhar, Qing Wang |
| 2021 | aHCQ: Adaptive Hierarchical Clustering Based Quantization Framework for Deep Neural Networks. | Jiaxin Hu, Weixiong Rao, Qinpei Zhao |
| 2021 | Inferring Hierarchical Mixture Structures: A Bayesian Nonparametric Approach. | Weipeng Huang, Nishma Laitonjam, Guangyuan Piao, Neil J. Hurley |
| 2021 | SILVER: Generating Persuasive Chinese Product Pitch. | Yunsen Hong, Hui Li, Yanghua Xiao, Ryan McBride, Chen Lin |
| 2021 | SAGCN: Towards Structure-Aware Deep Graph Convolutional Networks on Node Classification. | Ming He, Tianyu Ding, Tianshuo Han |
| 2021 | Simultaneous Multiple POI Population Pattern Analysis System with HDP Mixture Regression. | Yuta Hayakawa, Kota Tsubouchi, Masamichi Shimosaka |
| 2021 | Diversify or Not: Dynamic Diversification for Personalized Recommendation. | Bin Hao, Min Zhang, Cheng Guo, Weizhi Ma, Yiqun Liu, Shaoping Ma |
| 2021 | Algorithm Selection as Superset Learning: Constructing Algorithm Selectors from Imprecise Performance Data. | Jonas Hanselle, Alexander Tornede, Marcel Wever, Eyke Hllermeier |
| 2021 | Domain Identification of Scientific Articles Using Transfer Learning and Ensembles. | Adeep Hande, Karthik Puranik, Ruba Priyadharshini, Bharathi Raja Chakravarthi |
| 2021 | Transformer-Based Multi-task Learning for Queuing Time Aware Next POI Recommendation. | Sajal Halder, Kwan Hui Lim, Jeffrey Chan, Xiuzhen Zhang |
| 2021 | VIKING: Adversarial Attack on Network Embeddings via Supervised Network Poisoning. | Viresh Gupta, Tanmoy Chakraborty |
| 2021 | Weak Supervision Network Embedding for Constrained Graph Learning. | Ting Guo, Xingquan Zhu, Yang Wang, Fang Chen |
| 2021 | Causal Inference Using Global Forecasting Models for Counterfactual Prediction. | Priscila Grecov, Kasun Bandara, Christoph Bergmeir, Klaus Ackermann, Sam Campbell, Deborah A. Scott, Dan I. Lubman |
| 2021 | Identifying Topics of Scientific Articles with BERT-Based Approaches and Topic Modeling. | Anna V. Glazkova |
| 2021 | Using Transformer Based Ensemble Learning to Classify Scientific Articles. | Sohom Ghosh, Ankush Chopra |
| 2021 | Interpretable Feature Construction for Time Series Extrinsic Regression. | Dominique Gay, Alexis Bondu, Vincent Lemaire, Marc Boull |